Search results for "misclassification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
80	Taghi M. Khoshgoftaar, Edward B. Allen	The Impact of Costs of Misclassification on Software Quality Modeling.	IEEE METRICS	1997	DBLP DOI BibTeX RDF	misclassification, spiral life cycle, software reuse, software process, cost, discriminant analysis, fault-prone, software quality modeling
70	Jyhshyan Lan, Victor L. Berardi, Butje Eddy Patuwo, Michael Y. Hu	A joint investigation of misclassification treatments and imbalanced datasets on neural network performance.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Misclassification costs, Neural network, Artificial intelligence, Decision analysis, Bayesian classification, Imbalanced datasets
50	Suyun Zhao, Eric C. C. Tsang, Degang Chen 0002	The Model of Fuzzy Variable Precision Rough Sets.	IEEE Trans. Fuzzy Syst.	2009	DBLP DOI BibTeX RDF
50	Chao-Shih Huang, Hsiao-Chuan Wang, Chin-Hui Lee	A study on model-based error rate estimation for automatic speech recognition.	IEEE Trans. Speech Audio Process.	2003	DBLP DOI BibTeX RDF
50	Lily R. Liang, Vinay Mandal, Yi Lu, Deepak Kumar	Multi-dimensional Cluster Misclassification Test for Pathway Differential Analysis of Diabetes.	IMSCCS	2007	DBLP DOI BibTeX RDF	pathway analysis, multi- dimensional cluster misclassification, fuzzy
49	Tingting He, Qiang Huo	A study of a new misclassification measure for minimum classification error training of prototype-based pattern classifiers.	ICPR	2008	DBLP DOI BibTeX RDF
41	Danielle Sent, Linda C. van der Gaag	On the Behaviour of Information Measures for Test Selection.	AIME	2007	DBLP DOI BibTeX RDF	Gini index, test selection, Shannon entropy, misclassification error
41	Taghi M. Khoshgoftaar, Edward B. Allen	Classification of Fault-Prone Software Modules: Prior Probabilities, Costs, and Model Evaluation.	Empir. Softw. Eng.	1998	DBLP DOI BibTeX RDF	nonparametric discriminant analysis, misclassification, resubstitution, data splitting, cost, cross-validation, fault-prone, software quality modeling
40	Zou Peng, Yuanyuan Hao	The method for solving two types of errors in customer segmentation on unbalanced data.	ICEC	2008	DBLP DOI BibTeX RDF	support vector machines, cost-sensitive learning, customer value, customer segmentation
40	Zhenxing Qin, Shichao Zhang 0001, Chengqi Zhang	Cost-Sensitive Decision Trees with Multiple Cost Scales.	Australian Conference on Artificial Intelligence	2004	DBLP DOI BibTeX RDF
40	Wacharasak Siriseriwan, Krung Sinapiromsaran	Attributes Scaling for K-means Algorithm Controlled by Misclassification of All Clusters.	WKDD	2010	DBLP DOI BibTeX RDF	attribute-scaled space, cyclic coordinate method, golden section line search, k-means clustering, misclassification error
39	Jun Long, Jianping Yin, En Zhu, Wentao Zhao	Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances.	PAKDD	2008	DBLP DOI BibTeX RDF
39	Marek Kretowski, Marek Grzes	Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.	ICANNGA (1)	2007	DBLP DOI BibTeX RDF
39	Xia Hong 0001, Sheng Chen 0001, Chris J. Harris	Fast Kernel Classifier Construction Using Orthogonal Forward Selection to Minimise Leave-One-Out Misclassification Rate.	ICIC (1)	2006	DBLP DOI BibTeX RDF
39	Aleksander Kolcz	Local sparsity control for naive Bayes with extreme misclassification costs.	KDD	2005	DBLP DOI BibTeX RDF	high recall classification, feature selection, text categorization, naive Bayes
39	Toshihiro Hamada, Akinobu Shimizu, Jun-ichi Hasegawa, Jun-ichiro Toriwaki	Automated Construction of Image Processing Procedure Based on Misclassification Condition.	ICPR	2000	DBLP DOI BibTeX RDF
39	R. Mike Cameron-Jones, Linda Richards	Repechage Bootstrap Aggregating for Misclassification Cost Reduction.	PRICAI	1998	DBLP DOI BibTeX RDF
38	Federica Granese	Towards Securing Machine Learning Algorithms through Misclassification Detection and Adversarial Attack Detection. (Vers la Sécurisation des Algorithmes d'Apprentissage Automatique par Misclassification Detection et Adversarial Attack Detection).		2023	RDF
38	Huyen N. Nguyen, Jake Gonzalez, Jian Guo, Ngan V. T. Nguyen, Tommy Dang	VisMCA: A Visual Analytics System for Misclassification Correction and Analysis. VAST Challenge 2020, Mini-Challenge 2 Award: Honorable Mention for Detailed Analysis of Patterns of Misclassification.	CoRR	2021	DBLP BibTeX RDF
38	Patrick L. Zimmerman, Greg C. Liknes	The role of misclassification in estimating proportions and an estimator of misclassification.	Math. Comput. For. Nat. Resour. Sci.	2010	DBLP BibTeX RDF
31	Xu-Ying Liu, Zhi-Hua Zhou	Learning with cost intervals.	KDD	2010	DBLP DOI BibTeX RDF	cost intervals, misclassification costs, cost-sensitive learning
31	Cristina Rueda, Miguel Alejandro Fernández, Bonifacio Salvador	Bayes Discriminant Rules with Ordered Predictors.	J. Classif.	2009	DBLP DOI BibTeX RDF	Latent space, Misclassification probability, Order restrictions, Restricted estimation, Discriminant analysis
31	Salvatore Greco, Roman Slowinski, Yiyu Yao	Bayesian Decision Theory for Dominance-Based Rough Set Approach.	RSKT	2007	DBLP DOI BibTeX RDF	Variable Consistency, Cost of Misclassification, Rough Set Theory, Dominance, Bayesian Decision Theory
31	Taghi M. Khoshgoftaar, Angela Herzberg, Naeem Seliya	Resource oriented selection of rule-based classification models: An empirical case study.	Softw. Qual. J.	2006	DBLP DOI BibTeX RDF	Keyword Software metrics, Rule-based classification model, Resource-based software development, Modified expected cost of misclassification, Software quality
31	Ding-Xuan Zhou, Kurt Jetter	Approximation with polynomial kernels and SVM classifiers.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	regularization scheme, polynomial kernel, approximation by Durrmeyer operators, support vector machine, classification algorithm, misclassification error
31	Di-Rong Chen, Dao-Hong Xiang	The consistency of multicategory support vector machines.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	universal consistency, classification, support vector machine, consistency, reproducing kernel Hilbert space, Bayes rule, misclassification error
31	Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao	Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study.	Empir. Softw. Eng.	2005	DBLP DOI BibTeX RDF	three-group classification, expected cost of misclassification, decision trees, case-based reasoning, discriminant analysis, Software quality prediction
31	Anil Kumar Ghosh 0001, Probal Chaudhuri, C. A. Murthy	On Visualization and Aggregation of Nearest Neighbor Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	Bayesian strength function, misclassification rates, multiscale visualization, neighborhood parameter, prior distribution, weighted averaging, posterior probability
31	Taghi M. Khoshgoftaar, Naeem Seliya	Comparative Assessment of Software Quality Classification Techniques: An Empirical Case Study.	Empir. Softw. Eng.	2004	DBLP DOI BibTeX RDF	expected cost of misclassification, decision trees, case-based reasoning, logistic regression, analysis of variance, Software quality classification
31	Taghi M. Khoshgoftaar, Mohamed E. Abushadi	Resource-Sensitive Intrusion Detection Models for Network Traffic.	HASE	2004	DBLP DOI BibTeX RDF	cost-sensitive resource-based intrusion detection, modified expected cost of misclassification, network security, decision trees
31	Zhenwei Yu 0001, Jeffrey J. P. Tsai	A Multi-Class SLIPPER System for Intrusion Detection.	COMPSAC	2004	DBLP DOI BibTeX RDF	Intrusion Detection (ID), KDDCUP’99 Contest, Misclassification Cost (MC), Prediction Confidence, SLIPPER, Attack, Classifier, BP network
31	Taghi M. Khoshgoftaar, Laurent A. Nguyen, Kehan Gao, Jayanth Rajeevalochanam	Application of an Attribute Selection Method to CBR-Based Software Quality Classification.	ICTAI	2003	DBLP DOI BibTeX RDF	software metrics selection, modified expected cost of misclassification, Kolmogorov-Smirnov two-sample test, software quality, case-based reasoning
31	Taghi M. Khoshgoftaar, Yi Liu 0023, Naeem Seliya	Genetic Programming-Based Decision Trees for Software Quality Classification.	ICTAI	2003	DBLP DOI BibTeX RDF	cost of misclassification, genetic programming, decision tree, software metrics, multi-objective optimization, software quality classification
31	James V. Hansen, James B. McDonald	A Generalized Model for Predictive Data Mining.	Inf. Syst. Frontiers	2002	DBLP DOI BibTeX RDF	choice estimator, misclassification costs, data mining, prediction
31	Ramiro Castellanos, Sunanda Mitra	Segmentation of Magnetic Resonance Images Using a Neuro-Fuzzy Algorithm.	CBMS	2000	DBLP DOI BibTeX RDF	adaptive fuzzy leader clustering algorithm, misclassification rate, segmentation, fuzzy logic, magnetic resonance images
31	Seppo Puuronen, Vagan Y. Terziyan	A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.	DEXA Workshops	2000	DBLP DOI BibTeX RDF	similarity evaluation technique, nearest neighbor recognition, learning phase, data mining, data mining, predicates, classifier ensemble, training set, misclassification errors
31	Matjaz Kukar, Ciril Groselj, Igor Kononenko 0001, Jure Fettich	An application of machine learning in the diagnosis of ischaemic heart disease.	CBMS	1997	DBLP DOI BibTeX RDF	ischaemic heart disease diagnosis, controlled exercise, myocardial scintigraphy, coronary angiography, objective interpretation, diagnostic accuracy, misclassification costs, machine learning, classification, experiments, sensitivity, ECG, electrocardiogram, dataset, patient, medical expert system, electrocardiography, mortality
31	Tsutomu Matsunaga, Hiromi Kida	An experimental study of learning curves for statistical pattern classifiers.	ICDAR	1995	DBLP DOI BibTeX RDF	statistical pattern classifiers, pattern distributions, misclassification, pattern classification, learning curves, asymptotic behaviors, pattern classifiers, training samples
31	Luan Ling Lee	Neural approaches for human signature verification.	ICDAR	1995	DBLP DOI BibTeX RDF	neural approaches, human signature verification, Bayes multilayer perceptrons, input-oriented neural networks, network training, instantaneous absolute velocity, spatial coordinate time functions, misclassification error rate, multilayer perceptrons, time-delay neural networks, backpropagation algorithm
31	Bruce A. Draper, Carla E. Brodley, Paul E. Utgoff	Goal-Directed Classification Using Linear Machine Decision Trees.	IEEE Trans. Pattern Anal. Mach. Intell.	1994	DBLP DOI BibTeX RDF	goal-directed classification, linear machine decision trees, feature-based classification, nonparametric classification, linear machine decision tree, multivariate decision tree induction, misclassification cost functions, image understanding systems, pattern recognition, computer vision, trees (mathematics), inference mechanisms, decision theory, learning systems, pixel classification, inference algorithms
30	Saket S. R. Mengle, Nazli Goharian	Mining temporal relationships among categories.	SAC	2010	DBLP DOI BibTeX RDF	relationship evolution, temporal mining, text classification
30	Alexander Liu 0001, Goo Jun, Joydeep Ghosh	A Self-training Approach to Cost Sensitive Uncertainty Sampling.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF
30	Hung-Ta Pai, Jing-Tian Sung, Yunghsiang S. Han	Adaptive Retransmission for Distributed Detection in Wireless Sensor Networks.	SUTC (2)	2006	DBLP DOI BibTeX RDF
30	Stefan Lessmann, Sven F. Crone, Robert Stahlbock	An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning.	IJCNN	2006	DBLP DOI BibTeX RDF
30	Chun Hung Cheng 0001, Jian Tang 0001, Ada Wai-Chee Fu, Irwin King	Hierarchical Classification of Documents with Error Control.	PAKDD	2001	DBLP DOI BibTeX RDF	Hierarchical document classification, naive Bayesian classifier, class taxonomy, parallel algorithm, error control
30	Geoffrey I. Webb	Cost-Sensitive Specialization.	PRICAI	1996	DBLP DOI BibTeX RDF
29	Saket S. R. Mengle, Nazli Goharian, Alana Platt	Discovering relationships among categories using misclassification information.	SAC	2008	DBLP DOI BibTeX RDF	category relationships, clustering, classification
29	Po-Chuan Lin, Jia-Ching Wang, Jhing-Fa Wang, Hao-Ching Sung	Unsupervised Speaker Change Detection Using SVM Training Misclassification Rate.	IEEE Trans. Computers	2007	DBLP DOI BibTeX RDF	Support Vector Machine, Speaker segmentation, Speaker Change Detection
29	Jun Long, Jianping Yin, En Zhu	An Active Learning Method Based on Most Possible Misclassification Sampling Using Committee.	MDAI	2007	DBLP DOI BibTeX RDF
29	Sheng Chen 0001, Chris J. Harris, Xia Hong 0001	Construction of RBF Classifiers with Tunable Units using Orthogonal Forward Selection Based on Leave-One-Out Misclassification Rate.	IJCNN	2006	DBLP DOI BibTeX RDF
29	Aleksander Kolcz, Abdur Chowdhury	Improved Naive Bayes for Extremely Skewed Misclassification Costs.	PKDD	2005	DBLP DOI BibTeX RDF
29	Victor Mikhailovich Nedel'ko	Decision Trees Capacity and Probability of Misclassification.	AIS-ADM	2005	DBLP DOI BibTeX RDF
29	Dianhui Wang, Tharam S. Dillon, Elizabeth Chang 0001	Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features.	IEA/AIE	2002	DBLP DOI BibTeX RDF
29	R. Mike Cameron-Jones, Andrew Charman-Williams	Stacking for Misclassification Cost Performance.	AI	2001	DBLP DOI BibTeX RDF
29	R. Mike Cameron-Jones	Gradient Descent Style Leveraging of Decision Trees and Stumps for Misclassification Cost Performance.	Australian Joint Conference on Artificial Intelligence	2001	DBLP DOI BibTeX RDF
29	Claudia Diamantini, Arnaldo Spalvieri	Quantizing for minimum average misclassification risk.	IEEE Trans. Neural Networks	1998	DBLP DOI BibTeX RDF
29	Paul W. Goldberg, Sally A. Goldman	Learning One-Dimensional Geometric Patterns Under One-Sided Random Misclassification Noise.	COLT	1994	DBLP DOI BibTeX RDF
20	Taghi M. Khoshgoftaar, Pierre Rebours, Naeem Seliya	Software quality analysis by combining multiple projects and learners.	Softw. Qual. J.	2009	DBLP DOI BibTeX RDF	Multiple software metrics repositories, Software quality classification model, Multiple learners, Cost of misclassification, Data mining, Majority voting
20	Nedret Billor, Asheber Abebe, Asuman Turkmen, Sai V. Nudurupati	Classification Based on Depth Transvariations.	J. Classif.	2008	DBLP DOI BibTeX RDF	Transvariation probabilities, Nonparametric classifier, Depth function, Multivariate ranks, Misclassification error rate
20	Chris Skinner	Assessing Disclosure Risk for Record Linkage.	Privacy in Statistical Databases	2008	DBLP DOI BibTeX RDF	misclassification, match, identification, uniqueness, log-linear model
20	Taghi M. Khoshgoftaar, Pierre Rebours	Improving Software Quality Prediction by Noise Filtering Techniques.	J. Comput. Sci. Technol.	2007	DBLP DOI BibTeX RDF	expected cost of misclassification, voting expert, data quality, noise filtering, software quality classification
20	Özden Gür-Ali, William A. Wallace	Induction of Rules Subject to a Quality Constraint: Probabilistic Inductive Learning.	IEEE Trans. Knowl. Data Eng.	1993	DBLP DOI BibTeX RDF	quality constraint, probabilistic inductive learning, organizational databases, tree induction algorithms, total branching, subset elimination, maximum misclassification levels, minimum reliability levels, automated decision processes, claims process, compensation board, learning (artificial intelligence), decision support system, decision support systems, knowledge acquisition, deductive databases, rule induction, tree data structures, uncertainty handling, rule generation, statistical quality control, decision processes
20	Fahim K. Sufi, Ibrahim Khalil	A New Feature Detection Mechanism and Its Application in Secured ECG Transmission with Noise Masking.	J. Medical Syst.	2009	DBLP DOI BibTeX RDF	ECG obfuscation, ECG feature detection, Securing ECG data, ECG encryption, HIPAA
20	Phimphaka Taninpong, Sudsanguan Ngamsuriyaroj	Incremental Naïve Bayesian Spam Mail Filtering and Variant Incremental Training.	ACIS-ICIS	2009	DBLP DOI BibTeX RDF
20	Qiujie Li, Yaobin Mao, Zhiquan Wang, Wenbo Xiang	Cost-Sensitive Boosting: Fitting an Additive Asymmetric Logistic Regression Model.	ACML	2009	DBLP DOI BibTeX RDF	Cost-Sensitive Boosting, Boosting, Logistic Regression
20	Prithviraj Sen, Lise Getoor	Cost-sensitive learning with conditional Markov networks.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Structured output spaces, Machine learning, Cost-sensitive learning, Markov networks
20	Huimin Zhao	Instance weighting versus threshold adjusting for cost-sensitive classification.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Instance weighting, Threshold adjusting, Classification, Cost-sensitive learning, ROC curve
20	Giorgio Fumera, Fabio Roli, Alessandra Serrau	A Theoretical Analysis of Bagging as a Linear Combination of Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	pattern classification, Bagging, Multiple Classifier Systems, Classifier Fusion, Linear Combiners
20	Robert Burduk	Classification Accuracy in Local Optimal Strategy of Multistage Recognition with Fuzzy Data.	Computer Recognition Systems 2	2008	DBLP DOI BibTeX RDF
20	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction.	ICMLA	2008	DBLP DOI BibTeX RDF
20	Kaushik Roy 0002, Prabir Bhattacharya	Adaptive asymmetrical SVM and genetic algorithms based iris recognition.	ICPR	2008	DBLP DOI BibTeX RDF
20	Yue Jiang 0001, Bojan Cukic, Tim Menzies	Cost Curve Evaluation of Fault Prediction Models.	ISSRE	2008	DBLP DOI BibTeX RDF
20	Javier Orozco, Ognjen Rudovic, F. Xavier Roca, Jordi Gonzàlez 0001	Confidence assessment on eyelid and eyebrow expression recognition.	FG	2008	DBLP DOI BibTeX RDF
20	Cuiling Zhu, Jun Ma 0001, Dongmei Zhang 0002, Xiaohui Han, Xiaofei Niu	Hierarchical Document Classification Based on a Backtracking Algorithm.	FSKD (2)	2008	DBLP DOI BibTeX RDF
20	Darrin C. Edwards, Charles E. Metz	Optimization of Restricted ROC Surfaces in Three-Class Classification Tasks.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
20	Taghi M. Khoshgoftaar, Yi Liu 0023	A Multi-Objective Software Quality Classification Model Using Genetic Programming.	IEEE Trans. Reliab.	2007	DBLP DOI BibTeX RDF
20	Tadeusz Pietraszek	On the use of ROC analysis for the optimization of abstaining classifiers.	Mach. Learn.	2007	DBLP DOI BibTeX RDF	Abstaining classifiers, Cautious classifiers, ROC analysis, Cost-sensitive classification
20	Shichao Zhang 0001, Xiaofeng Zhu 0001, Jilian Zhang, Chengqi Zhang	Cost-Time Sensitive Decision Tree with Missing Values.	KSEM	2007	DBLP DOI BibTeX RDF
20	J. Paul Brooks, Eva K. Lee	Mixed integer programming constrained discrimination model for credit screening.	SpringSim (3)	2007	DBLP BibTeX RDF	credit screening, optimization, machine learning, classification
20	Jinfu Liu, Daren Yu	A Weighted Rough Set Approach for Cost-Sensitive Learning.	RSFDGrC	2007	DBLP DOI BibTeX RDF	Weighted rough set, cost-sensitive learning, rule extraction, knowledge reduction
20	Robert Burduk	Fuzzy Data in Local Optimal Strategy of Multistage Recognition.	CISIM	2007	DBLP DOI BibTeX RDF
20	Gernot Armin Liebchen, Bhekisipho Twala, Martin J. Shepperd, Michelle Cartwright, Mark Stephens	Filtering, Robust Filtering, Polishing: Techniques for Addressing Quality in Software Data.	ESEM	2007	DBLP DOI BibTeX RDF	software engineering, filtering, data quality, pruning, polishing, robust algorithms, data editing
20	Jing-Tian Sung, Hung-Ta Pai, Bih-Hwang Lee	Performance Analysis for Distributed Classification Fusion Using Soft-Decision Decoding in Wireless Sensor Networks.	EUC	2007	DBLP DOI BibTeX RDF	Wireless sensor networks, soft-decision decoding, distributed detection, Central Limit Theorem
20	Sivan Sabato, Shai Shalev-Shwartz	Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking.	COLT	2007	DBLP DOI BibTeX RDF
20	Michael Schauerhuber, Achim Zeileis, David Meyer, Kurt Hornik	Benchmarking Open-Source Tree Learners in R/RWeka.	GfKl	2007	DBLP DOI BibTeX RDF
20	Geraldo L. B. Ramalho, Fátima N. S. de Medeiros	Improving Reliability of Oil Spill Detection Systems Using Boosting for High-Level Feature Selection.	ICIAR	2007	DBLP DOI BibTeX RDF	oil slick, neural network, feature selection, boosting, SAR image
20	Zhong Tao, Hemant D. Tagare, J. D. Beaty	Evaluation of Four Probability Distribution Models for Speckle in Clinical Cardiac Ultrasound Images.	IEEE Trans. Medical Imaging	2006	DBLP DOI BibTeX RDF
20	Charles X. Ling, Victor S. Sheng, Qiang Yang 0001	Test Strategies for Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	classification, Induction, concept learning, mining methods and algorithms
20	Qiang Yang 0001, Charles X. Ling, Xiaoyong Chai, Rong Pan	Test-Cost Sensitive Classification on Data with Missing Values.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	decision trees, naive Bayes, Cost-sensitive learning
20	Xingquan Zhu 0001, Xindong Wu 0001	Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	noise handling, Data mining, classification, cost-sensitive learning
20	Yang Zhang 0007, Peter I. Rockett	Feature Extraction Using Multi-Objective Genetic Programming.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
20	Xu-Ying Liu, Zhi-Hua Zhou	The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study.	ICDM	2006	DBLP DOI BibTeX RDF
20	Bruce D. Caulkins, Joohan Lee, Morgan C. Wang	Bootstrapping methodology for the Session-based Anomaly Notification Detector (SAND).	ACM Southeast Regional Conference	2006	DBLP DOI BibTeX RDF	signature detection, data mining, decision tree, anomaly detection, data modeling, intrusion detection system, bootstrapping
20	Chris Drummond	Discriminative vs. Generative Classifiers for Cost Sensitive Learning.	Canadian AI	2006	DBLP DOI BibTeX RDF
20	Ralf Stecking, Klaus B. Schebesch	Combining Support Vector Machines for Credit Scoring.	OR	2006	DBLP DOI BibTeX RDF
20	Jilin Yang, Hong Peng 0001, Zheng Pei 0001	Filtering E-Mail Based on Fuzzy Support Vector Machines and Aggregation Operator.	ICONIP (1)	2006	DBLP DOI BibTeX RDF
20	Alan S. Abrahams, Adrian Becker, Daniel Fleder, Ian C. MacMillan	Handling Generalized Cost Functions in the Partitioning Optimization Problem through Sequential Binary Programming.	ICDM	2005	DBLP DOI BibTeX RDF
20	Jin Li 0005, Xiaoli Li 0002, Xin Yao 0001	Cost-sensitive classification with genetic programming.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
20	Giorgio Fumera, Fabio Roli, Alessandra Serrau	Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
20	Yilong Yin, Yanrong Wang, Xiukun Yang	Fingerprint Image Segmentation Based on Quadric Surface Model.	AVBPA	2005	DBLP DOI BibTeX RDF